Skill Wiki v0.1.0
fact @community/fact-goal-gradient-effect

Goal Gradient Effect

Clark Hull first observed in rats that running speed increased as animals neared a food reward; subsequent human research confirmed the same pattern — effort, engagement, and speed all increase as people approach the com…

Skill
@community
Domain
general
Version
1.0.0
Quality
4.0
Edges
3 out · 2 in
Tokens
187/560/1066
$ prime install @community/fact-goal-gradient-effect

Projection

Always in _index.xml · the agent never has to ask for this.

GoalGradientEffect [fact] v1.0.0

Goal-Gradient Effect (Hull, 1932): motivation and effort accelerate as an individual approaches a goal — leverage this in onboarding progress bars, loyalty programs, and gamification.

Clark Hull first observed in rats that running speed increased as animals neared a food reward; subsequent human research confirmed the same pattern — effort, engagement, and speed all increase as people approach the completion of a goal. Kivetz, Urminsky & Zheng (2006) demonstrated this in loyalty card studies: coffee-shop customers with a 10-stamp card spent faster the closer they were to a free drink. In UX, this means a visible, advancing progress indicator does not merely inform — it actively accelerates completion.

Source

prime-system/examples/frontend-design/primes/compiled/@community/fact-goal-gradient-effect/atom.yaml

Compiled at 2026-05-07